Bigeye vs ServiceNow
Side-by-side comparison of AI visibility scores, market position, and capabilities
Bigeye provides automated data monitoring with threshold-based and ML-driven anomaly detection for data warehouses to catch data quality issues at scale.
About
Bigeye is a data monitoring company founded in 2019 by LinkedIn and Lyft alumni, raising $45M to build enterprise-grade data quality monitoring for the modern data stack. The platform automatically monitors data freshness, volume, and distribution in warehouses including Snowflake, BigQuery, and Databricks using a combination of configurable threshold rules and machine learning-based anomaly detection. Bigeye's approach allows data teams to set up comprehensive monitoring across hundreds of tables without manually writing data quality checks, reducing the engineering effort required to maintain trustworthy data. The platform includes a data catalog layer that tracks lineage across transformations, enabling engineers to trace quality issues back to root causes through the pipeline. Bigeye raised significant funding and serves data teams at technology companies and enterprises that operate large-scale data warehouses where manual monitoring of every table is not feasible. The company differentiates through its depth of metric types beyond basic row count checks, including statistical metrics for detecting distribution shifts that indicate data quality degradation before they become visible to business users.
NYSE-listed (NOW) enterprise workflow platform at $10.98B revenue serving 85% of Fortune 500; ITSM and AI automation competing with Atlassian and Microsoft for enterprise service management consolidation.
About
ServiceNow is a Santa Clara, California-based enterprise cloud platform — listed on NYSE (NYSE: NOW) — providing IT service management (ITSM), IT operations management (ITOM), customer service management, HR service delivery, security operations, and business process automation across enterprise departments through a unified platform that enables organizations to digitalize and automate workflows at scale. Founded in 2004 by Fred Luddy and generating $10.98 billion in subscription revenue in fiscal year 2024 with 8,100+ enterprise customers including 85% of the Fortune 500 (Apple, Amazon, Nike, Goldman Sachs), ServiceNow is the fastest enterprise software company to reach $10 billion in revenue.
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